Nature-Inspired Algorithms and Applications. Группа авторов
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Название: Nature-Inspired Algorithms and Applications
Автор: Группа авторов
Издательство: John Wiley & Sons Limited
Жанр: Программы
isbn: 9781119681663
isbn:
14 10 Performance Analysis of Nature-Inspired Algorithms in Breast Cancer Diagnosis 10.1 Introduction 10.2 Related Works 10.3 Dataset: Wisconsin Breast Cancer Dataset (WBCD) 10.4 Ten-Fold Cross-Validation 10.5 Naive Bayesian Classifier 10.6 K-Means Clustering 10.7 Support Vector Machine (SVM) 10.8 Swarm Intelligence Algorithms 10.9 Evaluation Metrics 10.10 Results and Discussion 10.11 Conclusion References
15 11 Applications of Cuckoo Search Algorithm for Optimization Problems 11.1 Introduction 11.2 Related Works 11.3 Cuckoo Search Algorithm 11.4 Applications of Cuckoo Search 11.5 Conclusion and Future Work References
16 12 Mapping of Real-World Problems to Nature-Inspired Algorithm Using Goal-Based Classification and TRIZ 12.1 Introduction and Background 12.2 Motivations Behind NIA Exploration 12.3 Novel TRIZ + NIA Approach 12.4 Examples to Support the TRIZ + NIA Approach 12.5 A Solution of NP-H Using NIA 12.6 Conclusion References
17 Index
Guide
1 Cover
5 Preface
7 Index
List of Illustrations
1 Chapter 1Figure 1.1 Category of NIC.
2 Chapter 2Figure 2.1 Genetic algorithm flow chart. Image source: Moustafa Alzantot [5].Figure 2.2 Definition of gene, chromosome, and population. Image source: Vijini ...Figure 2.3 Crossover point. Image source: Patacchiola [11].Figure 2.4 Development of offspring. Image source: Patacchiola [11].Figure 2.5 Mutation. Image source: GeneHunter.Figure 2.6 Traveling salesman problem. Image source: Jessica Yu (2014)—Traveling...Figure 2.7 Blackjack—a casino game.Figure 2.8 Pong against AI—evolving agents. Image source: Pong using pixels—Andr...Figure 2.9 Snake AI—game. Image source: Greg Sharma (2018)—Via Siltherin.Figure 2.10 Genetic algorithm’s role in neural network. Image source: Suryansh [...Figure 2.11 Association rules generation. Image source: Berkani, L., Chebahi, Y....Figure 2.12 Structure of a chromosome in GACD. Image source: Sanghamitra Bandyop...Figure 2.13 Grizzly bear.Figure 2.14 Bear’s nasal cavity. https://grizzlybearblog.wordpress.com/2010/11/1...Figure 2.15 Top view of a grizzly bear skull. https://in.pinterest.com/ericgreb/...Figure 2.16 ABO gist. https://www.ijser.org/researchpaper/Business-Intelligence-...Figure 2.17 Flow chart of overall proposed application.Figure 2.18 Artificial bear optimization: Pseudocode algorithm.Figure 2.19 Performance evaluation of ABO for banking customer profile and cance...
3 Chapter СКАЧАТЬ